Funny you should mention Chuck E. Cheese Tokens, I just got a lot of 100 of them in the mail today (along with some NCV casino tokens).

Yes the Chuck E. Cheese Tokens with the city on them are collectible!

Just like casino tokens "New" looking tokens will sell for a whole lot more than well used tokens.

You see them on for a couple of dollars each.....but I don't see them sell too often. I see there is someone on trying to sell them for $20 each.....and they have been doing that for a few years .

My best guess would be $1 - $2 per token.

I personally collect them and other arcade tokens since I spent a lot of my youth playing arcade games.